Personal profile
Research interests
Dr. Jasmin Lampert leads the Green Data Science application area in the Data Science & AI group at AIT. Her research focuses on the development of geospatial data analysis and machine learning methods to better understand climate change and mitigate its effects.
Education/Academic qualification
Astrophysics, PhD, The non-Gaussian matter power spectrum covariance in the halo model approach, University of Bonn
1 Dec 2004 → 11 Jul 2008
Award Date: 11 Jul 2008
External positions
External affiliation, Institut für Bodenforschung, Department für Wald- und Bodenwissenschaften, University of Natural Resources and Life Sciences Vienna (BOKU)
30 Sept 2023 → …
External affiliation, Swiss Data Science Center - ETH Zurich
1 Apr 2017 → 30 Sept 2017
Keywords
- QC Physics
- Green Data Science
- Physics-informed Machine Learning
- Earth Observation
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action -
SDG 15 Life on Land
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Research output
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Advanced Monitoring Techniques and Modelling for Tree Growth under Influence of Climate Change
Duro, R. (Speaker), Wachsenegger, A., Koloszyc, H., Zolles, A., Landivar, C., Gritsch, M., Bronner, G., Posch, L., Villalobos Gasca, A., Lampert, J., Cody, S., Rohrhofer, F. M. & Conti, D., 30 Apr 2025. 2 p.Research output: Poster presentation without proceedings › peer-review
Open AccessFile9 Downloads (Pure) -
Advancing Tree Growth Prediction with Interactive and eXplainable AI for Tackling Climate Change
Wachsenegger, A. (Speaker), Lampert, J. & Duro, R., 2025. 1 p.Research output: Poster presentation without proceedings › peer-review
Open AccessFile4 Downloads (Pure) -
Brief communication: Visualizing uncertainties in landslide susceptibility modelling using bivariate mapping
Schlögl, M., Graser, A., Spiekermann, R., Lampert, J. & Steger, S., 14 Apr 2025, In: Natural Hazards and Earth System Sciences. 25, 4, p. 1425–1437 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
How can digitalisation support transformation towards sustainable agri-food systems? Scenario development in Lower Austria
Wepner, B., Neuberger, S., Hörlesberger, M., Molin, E. M., Lampert, J. & Koch, H., 2025, In: Agricultural Systems. 224Research output: Contribution to journal › Article › peer-review
Open Access -
Physics-Informed AI for Enhanced Climate Downscaling and Extreme Event Prediction in the Energy Sector
Thiele, P. L. (Author and Speaker), Lampert, J., Bügelmayer-Blaschek, M., Baier, K., Hasel, K., Schellander-Gorgas, T. & Schicker, I., 15 Mar 2025. 1 p.Research output: Poster presentation without proceedings › peer-review
Open Access
Activities
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Principles and challenges of research in socio-economics, natural resources and life sciences
Riegler, M. (Speaker), Lampert, J. (Speaker) & Kühmaier, M. (Speaker)
1 Mar 2026 → 30 Sept 2026Activity: Talk or presentation / Lecture › Lecture
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Digitale Nachhaltigkeit & Infrastruktur: Expert*innenimpulse & Diskussion
Lampert, J. (Speaker, invited), Stelzig, E. (Speaker, invited), Michaelitsch, M. (Speaker, invited), Zotz, A. (Speaker, invited) & Lichtenthaler, M. (Speaker, invited)
20 Nov 2025Activity: Talk or presentation / Lecture › Invited talk to industry or public institution
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Principles and challenges of research in socio-economics, natural resources and life sciences
Riegler, M. (Speaker), Lampert, J. (Speaker) & Holzinger, A. (Speaker)
1 Oct 2025 → 28 Feb 2026Activity: Talk or presentation / Lecture › Lecture
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Deep-Dive-Workshop: Technologiesouveränität im Wiener Riesenrad
Prem, E. (Speaker, invited), Lampert, J. (Speaker, invited), Wiesmüller, M. (Speaker, invited), Wazir, R. (Speaker, invited), Andreas, W. (Speaker, invited), Gerber, L. (Speaker, invited), Hegny, I. (Speaker, invited) & Moser, B. (Speaker, invited)
30 Sept 2025Activity: Talk or presentation / Lecture › Invited talk to industry or public institution
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The KNOWING Impact Interaction Model Framework – building upon the results of domain models for climate resilient pathways
Zach, M. (Author and Speaker), Gebetsroither-Geringer, E. (Author), Bernadó, L. (Author) & Lampert, J. (Author)
5 Aug 2025Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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